模型转换规范的形式化概念分析

Karima Berramla, E. A. Deba, A. Benyamina, Rabiaa Touam, Youcef Brahimi, D. Benhamamouch
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引用次数: 3

摘要

模型驱动工程(MDE)是一种软件开发方法,它建议在高级抽象中对应用程序进行建模。MDE是一种生成工程技术,其中模型占有非常重要的地位,并且必须考虑到足够精确和丰富,以便由机器解释或转换。在MDE上下文中,模型转换是原始阶段,因为它定义了在软件开发过程中使用的自动化。因此,在这种情况下,有必要自动或半自动地生成转换规则,以方便转换过程。在没有专家介入的情况下提出定义转换规则的解决方案是很重要的。本文的重点是提供一种利用形式概念分析(FCA)从一组模型中半自动生成转换规则的方法。这种分析是一种有原则的方法,可以推导出不同学科中使用的概念层次,例如信息科学、知识发现和数据挖掘[1]。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Formal concept analysis for specification of model transformations
Model-driven engineering (MDE) is a software development methodology that proposes to modelize the applications in a high-level abstraction. The MDE is a generative engineering technique in which models occupy a very important place and must be as consideration sufficiently precise and rich in order to be interpreted or transformed by machines. In MDE context, the model transformation is primordial phase because it defines the automation that is used in the software development process. So in this case, it is necessary to generate transformation rules automatically or semi-automatically to facilitate transformation process. And it is important to propose solutions to define transformation rules without intervening an expert. The focus of this paper is to provide an approach to generate transformation rules from a set of models semi-automatically by using a formal concept analysis (FCA). This analysis is a principled way to derive a concept hierarchy that is used in different disciplines for example in information scince, knowledge discovery and data mining [1].
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